Selective Ensemble Learning Method for Belief-Rule-Base Classification System Based on PAES

Traditional Belief-Rule-Based (BRB) ensemble learning methods integrate all of the trained sub-BRB systems to obtain better results than a single belief-rule-based system. However, as the number of BRB systems participating in ensemble learning increases, a large amount of redundant sub-BRB systems...

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Bibliographic Details
Main Authors: Wanling Liu, Weikun Wu, Yingming Wang, Yanggeng Fu, Yanqing Lin
Format: Article
Language:English
Published: Tsinghua University Press 2019-12-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2019.9020008